GeminivsGemini

Gemini 3.1 Pro Custom Tools vs Gemini Robotics ER 2

Side-by-side comparison of pricing, task quality, and projected cost at higher scale.

Pricing

Side-by-side pricing

Gemini 3.1 Pro Custom Tools

Mid-tier

Gemini Robotics ER 2

Fast / Budget
Input $/MTok
$2.00
$1.00
Output $/MTok
$12.00
$5.00
Cache discount
90% off
90% off
Context
1,048.576K
131.072K

Quality

Task confidence comparison

Confidence score from zero to one hundred by task type, where higher is better.
Code Generation
0
vs
0
Code Review
0
vs
0
Summarization
0
vs
0
Q&A
0
vs
0
Extraction
0
vs
0
Reasoning
0
vs
0
Classification
0
vs
0
Creative Writing
0
vs
0
Gemini 3.1 Pro Custom Tools
Gemini Robotics ER 2

Guidance

When to use Gemini 3.1 Pro Custom Tools vs Gemini Robotics ER 2

Choose Gemini 3.1 Pro Custom Tools when...

  • -You need a larger context window (1,048.576K vs 131.072K)
  • Similar performance; consider provider preference or ecosystem fit.

Choose Gemini Robotics ER 2 when...

  • -Cost matters: 50% cheaper on input tokens

At scale

Cost at scale

Estimated cost assuming a seventy percent input and thirty percent output token split.
Gemini 3.1 Pro Custom Tools
Gemini Robotics ER 2
100K tokens
$0.50
$0.22Cheaper
1M tokens
$8.20
$2.20Cheaper
10M tokens
$82.00
$22.00Cheaper

FAQ

When should I use Gemini 3.1 Pro Custom Tools instead of Gemini Robotics ER 2?

Gemini 3.1 Pro Custom Tools and Gemini Robotics ER 2 perform similarly across all tracked tasks. Pick based on pricing and provider preference.

Is Gemini Robotics ER 2 cheaper than Gemini 3.1 Pro Custom Tools?

Yes. Gemini Robotics ER 2 input costs $1.00/MTok vs $2.00/MTok for Gemini 3.1 Pro Custom Tools, saving 50% on input.

What are the context window sizes for Gemini 3.1 Pro Custom Tools and Gemini Robotics ER 2?

Gemini 3.1 Pro Custom Tools has a 1,048.576K token context window. Gemini Robotics ER 2 has a 131.072K token context window.

Track your real costs

Comparisons show estimated costs at list price. The dashboard reveals your real spend and savings.